Evidence map›Paper›PMID 40305599›Full record

ArticleScience advances2025

DNA origami-enhanced force spectroscopy and AlphaFold structural analyses reveal the folding landscape of calcium-binding proteins.

Honglu Zhang, Cristhian Cañari-Chumpitaz, Lisa Alexander, Huan Zhang, Chunhai Fan, Carlos Bustamante

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Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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3citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Honglu ZhangSchool of Sensing Science and Engineering, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0003-3930-6739
Cristhian Cañari-ChumpitazJason L. Choy Laboratory for Single Molecule Biophysics. Institute for Quantitative Biosciences-QB3, University of California, Berkeley, Berkeley, CA 94720, USA.ORCID 0000-0002-9838-0069
Lisa AlexanderJason L. Choy Laboratory for Single Molecule Biophysics. Institute for Quantitative Biosciences-QB3, University of California, Berkeley, Berkeley, CA 94720, USA.ORCID 0000-0003-0152-4554
Huan ZhangSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0002-1096-4255
Chunhai FanSchool of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0002-7171-7338
Carlos BustamanteJason L. Choy Laboratory for Single Molecule Biophysics. Institute for Quantitative Biosciences-QB3, University of California, Berkeley, Berkeley, CA 94720, USA.ORCID 0000-0002-2970-0073

Funding

PHYSICAL CHEMISTRY OF NUCLEIC ACIDSR37GM032543 · NIGMS · UNIVERSITY OF CALIFORNIA BERKELEY · PI BUSTAMANTE, CARLOS JOSE · 1999 to 2008
$2.4M
NIGMS NIH HHS R37 GM032543
6 · The paper itself

Abstract

Understanding the intricate folding process of proteins and characterizing the intermediates they populate en route to their native state remain challenging despite the remarkable accuracy achieved through in silico approaches for predicting native protein structures. Here, we replaced the conventional flexible double-stranded DNA handle force transducers with solid DNA-origami bundles to conduct single-molecule folding force-spectroscopy studies on calerythrin, a compact multidomain calcium-binding globular protein. The resulting origami-enhanced data revealed a previously "hidden" folding intermediate and the hierarchical nature of the protein's folding pathway. A systematic comparison of the AlphaFold-predicted conformational ensemble of structures of the native state and folding intermediates across various calcium-binding proteins provides a structural rationalization for the folding behavior of this protein family. The integration of DNA origami-enhanced single-molecule experiments with in silico approaches, and structural analysis presented here, constitutes a comprehensive method to uncover the rules underlying the formation of intermediates within protein folding landscapes.

Indexed as

Calcium-Binding ProteinsDNAProtein FoldingModels, MolecularProtein ConformationSpectrum AnalysisCalcium-Binding ProteinsDNA

Identifiers

PMID40305599
PMCPMC12042886

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.